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Neuroinformatics and the The Insight ToolKit
Institution: |
1Penn Image Computing and Science Laboratory, University of Pennsylvania Philadelphia, PA, USA. 2Department of Psychiatry, University of Iowa, Iowa City, IA, USA. 3Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA. |
Publication Date: |
Mar-2015 |
Journal: |
Front Neuroinform |
Volume Number: |
9 |
Pages: |
5 |
Citation: |
Front Neuroinform. 2015 Mar 26;9:5. |
PubMed ID: |
25859213 |
PMCID: |
PMC4374465 |
Appears in Collections: |
NA-MIC, SLICER |
Sponsors: |
U54 EB005149/EB/NIBIB NIH HHS/United States |
Generated Citation: |
Avants B.B., Johnson H.J., Tustison N.J. Neuroinformatics and the The Insight ToolKit. Front Neuroinform. 2015 Mar 26;9:5. PMID: 25859213. PMCID: PMC4374465. |
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| Paper: | Download, View online |
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| Google Scholar: | link |
Open source software is a fundamental mechanism for storing and disseminating knowledge. This role is critical to science and is arguably equally, if not more, important than traditional publication venues in terms of practical and long-term impact. Well-constructed software libraries are repositories of both practical and theoretical content that not only serve data analysis but also help educate current and future scientists which substantially augments traditional publication. Highly software-engineered resources such as BLAS, Armadillo, Eigen, SciPy, R and its packages, Theano and many more are critical to the science of the Large Hadron Collider, Human Genome Project, the Human Connectome Project, and to smaller projects conducted at Universities throughout the world.